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PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium
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PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Dec 17, 2015

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Page 1: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

PM2.5 in the Upper Midwest

Michael Koerber

Lake Michigan Air Directors Consortium

Page 2: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Cite: The Health Effects of Air Pollution on Children, Dr. Michael Kleinman, UC-Irvine, September 19, 2000

Page 3: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

PM2.5 particles are so small that 30 of them side-by-side would barely equal the width of a human hair (graphic courtesy of U.S. Department of Energy)

Page 4: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

PM2.5 v. PM10 v. TSP

Cite: NARSTO Fine Particle Assessment Review Draft, August 15, 2001

Page 5: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

PM NAAQS

• TSP (1971):• Annual = 75 ug/m3

• 24-hour = 260/150 ug/m3

• PM10 (July 1987):• Annual = 50 ug/m3

• 24-hour = 150 ug/m3

• PM2.5 (July 1997): • Annual = 15 ug/m3

• 24-hour = 65 ug/m3 (98th percentile)

Page 6: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Regulatory Schedule

• 2002: 3 years data available (‘99 - ’01)• Dec 2003: Finalize review of PM NAAQS• 2003-4: State recommendations for

designating nonattainment areas• 2004-5: EPA designates areas (per

TEA-21 legislation)• 2007-8: States submit SIPs with control

strategies for PM2.5 and haze

Page 7: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

PM2.5 Monitoring Data

• State Monitors • FRMs (filter-based), continuous, speciation

• IMPROVE (rural)

• Special Studies• Upper Ohio River Valley Study (DOE)• Midwestern Aerosol Characterization Study

(EPRI)

Page 8: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.
Page 9: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

IMPROVE (rural sites)

Page 10: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Seney NWR, Michigan

Page 11: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Key Points• Compliance with NAAQS:

– nonattainment of annual standard likely over broad region of eastern U.S. (and CA), including across IL-IN-OH-SE MI

• Data analyses show…– Temporally: (1) concentrations relatively consistent throughout the year,

with some seasonal variation (higher levels during winter [urban] and summer; and (2) daily concentrations present public health issues

– Spatially: regional contributions dominate– Chemically: (1) sulfates and organics (urban) dominate, and (2) nitrates

important during winter

• PM2.5 - regional haze - ozone related, which suggests need for integrated SIP planning

Page 12: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Annual Average Concentrations FRM Data (1999 - 2000)

Page 13: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Annual Average Concentrations FRM Data (1999 - 2000)

Page 14: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

24-Hour Average Concentrations FRM Data (1999 - 2000)

Page 15: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Number of Sites > NAAQS1999 - 2000

Page 16: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Conceptual Model of PM2.5

• Spatial Variations

• Temporal Variations

• Chemical Variations

• Meteorological Conditions

• Multi-Pollutant Relationships (PM2.5-haze-ozone)

Page 17: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Annual Average Concentrations IMPROVE/CASTNet Data (1997 - 1999)

Page 18: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Urban v. Rural(Annual Average Concentrations)

Page 19: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Urban v. Rural(DOE Upper Ohio River Valley Study)

Cite: Semi-Annual Technical Progress Report, ATS, Oct. 31, 2001

Page 20: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.
Page 21: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.
Page 22: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Urban v. Rural

Page 23: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Air Quality Index

Category PM2.5 O3 (8-hour)Good 0 - 15ug/m3 0 - 64ppbModerate 15 - 40 65 - 84Unhealthy for sensitive groups 40 - 65 85 - 104Unhealthy 65 - 150 105 -1 24Very unhealthy 150 - 250 125 - 374

Page 24: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

High Daily ConcentrationsEffect on Public Health

Page 25: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Ozone v. PM2.5 AQI Days1/1/99 - 9/30/01

Page 26: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Chemical Composition - Rural Sites IMPROVE/CASTNet Data (1997 - 1999)

Page 27: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Chemical Composition - Rural

Page 28: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Chemical Composition - Rural

Page 29: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Chemical Composition - Rural/Urban

Page 30: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Meteorological Conditions (Back Trajectories)

Page 31: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Contoured Trajectories: Cincinnati

Page 32: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Regression Trees (met only):Cincinnati

northerly winds,low wind speed

TerminalNode 1

STD = 8.271Avg = 21.623

N = 30

TerminalNode 2

STD = 5.634Avg = 13.637

N = 109

Node 2WSPD_MAX <= 4.850STD = 7.103Avg = 15.360

N = 139

TerminalNode 3

STD = 8.895Avg = 22.713

N = 165

Node 1VWIND_ME <= 0.178STD = 8.913Avg = 19.351

N = 304

southerly winds

northerly winds, high wind speed

Page 33: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

PM2.5 v. Visibility Ozone v. Visibility

Page 34: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Wrap-Up

• Summary of Key Points

• Future Issues

Page 35: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Key Points• Compliance with NAAQS:

– nonattainment of annual standard likely over broad region of eastern U.S. (and CA), including across IL-IN-OH-SE MI

• Data analyses show…– Temporally: (1) concentrations relatively consistent throughout the year,

with some seasonal variation (higher levels during winter [urban] and summer; and (2) daily concentrations present public health issues

– Spatially: regional contributions dominate– Chemically: (1) sulfates and organics (urban) dominate, and (2) nitrates

important during winter

• PM2.5 - regional haze - ozone related, which suggests need for integrated SIP planning

Page 36: PM 2.5 in the Upper Midwest Michael Koerber Lake Michigan Air Directors Consortium.

Future Issues

• Technical– More data analysis (source apportionment)– Understanding response to emission reductions

• Programmatic– Public outreach (PM2.5 and ozone)– Nonattainment designations– PM-coarse